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Subtitle Translation on subtitle dataset en-fr

94.9Translation ScoreDeepSeek-V3.1
46.33258.94171.5584.159Jan 31, 2026

Evaluation results

MethodLinks
DeepSeek-V3.1Training Mode=ICL (C)2026.0194.966.287.390.772.3
Qwen-MaxTraining Mode=ICL (C)2026.0194.167.388.289.971.6
Qwen2.5-14B (pi_st)Training Mode=SAPO2026.0194.17894.289.278.8
DeepSeek-R1Training Mode=ICL (R)2026.0193.669.289.29073.4
GPT-4oTraining Mode=ICL (C)2026.0193.268.485.488.869.5
GPT-5Training Mode=ICL (R)2026.0192.274.39190.475.8
Google TranslateTraining Mode=ST2026.0191.9——84.864.3
Qwen2.5-14B (pi_sft)Training Mode=SFT2026.0186.277.293.985.467.7
Gold ReferenceTraining Mode=Human2026.0183.5——8574.8
NLLB-3.3BTraining Mode=ST2026.0176.9——74.661.8
MADLAD-10BTraining Mode=ST2026.0173.6——67.857.4
VideoDubberTraining Mode=ST2026.0148.2——47.348.5